FIELD OF THE INVENTION
[0001] The invention provides (micro)fluidic screening systems for the identification of
compounds or compositions influencing cellular transcriptomes. The invention is predicated
upon taking into account differences in newly synthesized mRNA in contrast to so called
old mRNA and such differences compared to control cell assays. The invention is applicable
for screening in particular candidate ligand molecules such as antibodies for an effect
on target cells, and thereby provides new strategies for the identification of therapeutically
active compounds.
DESCRIPTION
[0002] Compartment based (micro)fluidics, such as droplet based microfluidics, holds great
potential for high throughput screening applications. The encapsulation of single
cells into compartments allows screening of cell products such as antibodies at very
high throughput, e.g. up to several hundred thousand samples per day. Single cell
RNA sequencing, also termed RNAseq, has gained a lot of scientific and commercial
attention. Its goal is the analysis of global gene expression patterns, or targeted
analysis of gene subsets, on the single-cell level, thus allowing to analyse and reveal
distinct cell types in heterogeneous populations such as stem cells, tumours or developing
embryos. Fluidigm Corp. has become the market leader of this technology offering valve
-based microfluidic solutions for single cell RNAseq. Their CI system can process
up to 96 cells in a single run and the next generation of this platform will have
a throughput of up to 800 cells in one go. In parallel, nanowells (
Fan, H.C., G.K. Fu, and S.P.A. Fodor, Science, 2015. 347(6222): p. 628) and droplet based microfluidic technology (
Macosko, E.Z. et al., Cell, 2015. 161(5): p. 1202-14;
Klein, A.M., et al., Cell, 2015. 161(5): p. 1187-201;
Rotem, A., et al., Nat Biotechnol, 2015. 33(11): p. 1165-72) have been developed, enabling the processing of up to 10,000 cells for RNAseq or
ChiPseq. In these systems, single-cells are encapsulated into microfluidic droplets
or nanowells, together with single beads displaying polyT nucleotides with unique
barcodes (Fig. 1). After encapsulation the cells are lysed and all cellular mRNAs
hybridize with the barcoded polyT primers, thus ensuring a physical linkage with the
barcode. Either at this stage or after performing an additional reverse transcription
step within the droplets all samples can be pooled and applied to next generation
sequencing. Due to the barcoding the expression patterns of individual cells can still
be distinguished, thus revealing differences within the population. Prior art single
cell sequencing techniques and studies focused originally on characterizing single
cells individually. However, newer methods such as CIMseq or ProximID technologies
rely on partial disruption of tissue, and they use high-throughput transcriptomic
analysis of the multiplets to explore the interacting partner cells. Similarly, PIC-seq
makes use of fluorescence-activated cell sorting to identify multiplets of physically
interacting cells (e.g., duplets of T cells and dendritic cells) that are sorted into
wells of a microtiter plate for downstream RNA sequencing analysis. Such a co -encapsulation
of two different cell types into the same droplet and labeling the mRNAs of both cell
types with the same barcodes has huge biomedical potential: It allows analyzing cell-cell
interactions, e.g. how cell A reacts to the presence of cell B or factors secreted
by cell B, and could in particular be exploited for screening genetically-encoded
drug candidates such as monoclonal antibodies, which have annual sales of more than
50 billion US$, in a highly multiplexed fashion.
[0003] WO/2017/121832 discloses a transcriptome-based screening approach using a barcoding system for RNA
molecules in each compartment of the microfluidic approach. Exemplary approaches include
the immunization of animals with human cancer cells or membrane extracts thereof.
Subsequently, plasma cells secreting antibodies against cell epitopes and receptors
can be isolated and applied to screens, based on the co-compartmentalization of a
single plasma cell and a single cancer cell into compartments, together with a single
bead displaying polyT primers harboring unique barcodes (a different barcode for each
bead and hence for each compartment). Subsequent to the generation of compartments
hosting plasma and cancer cells, the samples can be incubated to allow for efficient
secretion of antibodies acting on the target cell. It is well known that antibodies
cannot only bind to surface receptors, but as well trigger signal cascades ultimately
resulting in changed expression profiles (
Silva, H.M., et al., Immunol Lett, 2009.125(2): p. 129-36;
Franke, A., et al., PLoS One, 2011. 6(2): p. e 1 6596). After an incubation period, the plasma cell and the cancer cell can be lysed inside
the compartments, and the cellular mRNAs hybridize with the barcoded polyT primer
in the compartments. This ensures that the mRNAs of both cell types in each compartment
is physically linked to/labeled with the same barcode. In other words, both the antibody
encoding genes of the animal plasma cell as well as the genes expressed in the human
cancer cell upon contact with the animal antibodies get labelled with the same barcode.
Either at this step or after first strand cDNA synthesis inside the compartments,
the contents of all compartments are pooled. Subsequently a next generation sequencing
library is generated and sequenced. Then, the resulting data is analyzed based on
the barcodes revealing both the identity of the antibody that was present in a particular
compartment as well as its effect on the expression pattern of the human cell.
[0004] However, the approach disclosed in
WO/2017/121832 was shown to be able to identify highly significant transcriptional changes, in particular
in scenarios where multiple cells are used. Sensitivity of the detection of a more
comprehensive transcriptional change in the screening compartments is however still
a challenge due to a reduced clustering of screening hits in the subsequent RNA sequencing
analysis.
[0005] Thus, it is an object of the invention to provide an improved (micro)fluidic based
transcriptome screening system for the identification of potentially therapeutic compounds
and compositions.
BRIEF DESCRIPTION OF THE INVENTION
[0006] Generally, and by way of brief description, the main aspects solving the problem
of the present invention can be described as follows:
[0007] In
a first aspect, the invention pertains to a method for screening in a fluidic, such as microfluidic,
system candidate compounds or compositions for an effect on a cell, the method comprising
the steps of
- (a) Providing a candidate compound or composition and a first cell, wherein the candidate
compound or composition is screened for an effect on the first cell;
- (b) Encapsulating a candidate compound or composition together with a first cell into
a fluidic, preferably microfluidic, compartment and thereby bringing into contact
the candidate compound or composition and the first cell;
- (c) Incubating the fluidic, preferably microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to contacting the
candidate compound or composition;
- (d) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
a predetermined point in time, such as the encapsulation in step (b) and an old transcriptome
of the first cell which comprises synthesized mRNA expressed and present before the
predetermined point in time, such as the encapsulation in step (b);
- (e) Wherein a change of mRNA expression in the new transcriptome compared to the old
transcriptome in the first cell indicates an effect of the candidate compound or composition
on the first cell.
[0008] In
a first alternate aspect, the invention pertains to a method for screening in a (micro)fluidic system candidate
compounds or compositions for an effect on a cell, the method comprising the steps
of
- (a) Providing a candidate compound or composition and a first cell, wherein the candidate
compound or composition is screened for an effect on the first cell;
- (b) Encapsulating a candidate compound or composition together with a first cell into
a fluidic, preferably microfluidic, compartment and thereby bringing into contact
the candidate compound or composition and the first cell; wherein the fluidic, preferably
microfluidic, compartment further comprises a label-agent for selectively labeling
synthesized mRNA in the first cell;
- (c) Incubating the fluidic, preferably microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to contacting the
candidate compound or composition;
- (d) Determining by sequencing the transcriptome of the first cell, wherein the transcriptome
is composed of a new transcriptome comprising newly synthesized mRNA detectable by
the label-agent after encapsulation in step (b) and an old transcriptome comprising
synthesized mRNA detectable by the absence of the label-agent before encapsulation
in step (b);
Wherein a change of mRNA expression in the new transcriptome compared to the old transcriptome
in the first cell indicates an effect of the candidate compound or composition on
the first cell.
[0009] In
a second aspect, the invention pertains to a plurality of fluidic, preferably microfluidic, compartments,
wherein at least 1% of said compartments form a subset in which each compartment comprises
- (a) A first cell;
- (b) A candidate compound or composition;
- (c) A label-agent for selectively labeling synthesized mRNA in the first cell; and
- (d) Optionally, a set of barcode oligonucleotides each comprising a barcode sequence
unique to the set and a sequence capable of binding specifically to mRNA and/or cDNA.
[0010] In
a third aspect, the invention pertains to a method for generating a plurality of fluidic, preferably
microfluidic, compartments according to the second aspect, comprising the steps of:
- (a) introducing into a (micro)fluidic system: (i) a fluid comprising a plurality of
first cells, (ii) a fluid comprising a plurality of candidate compounds or compositions,
(iii) a fluid comprising a label-agent for selectively labeling synthesized mRNA in
the first cell; and (iv) a fluid comprising sets of barcode oligonucleotides, wherein
the barcode oligonucleotides of each set comprises a barcode sequence unique to the
set, and a sequence capable of binding specifically to mRNA and/or cDNA, and
- (b) repeatedly co-compartmentalizing a first cell, a candidate compound or composition,
a label-agent for selectively labelling synthesized mRNA, and a set of barcode oligonucleotides
into fluidic, preferably microfluidic, compartments, such that the size of the subset
of compartments in the plurality of compartments is at least 1%.
[0011] In
a fourth aspect, the invention pertains to a method for determining a differential gene expression
of a cell, comprising the steps:
- (a) Providing a first cell exposed to a stimulus, such as a candidate compound or
composition, wherein the candidate compound or composition is screened for an stimulus
(effect) on the first cell;
- (b) Encapsulating the first cell and, optionally the compound or composition, into
a fluidic, preferably microfluidic, compartment and, optionally, thereby bringing
into contact the candidate compound or composition and the first cell;
- (c) Incubating the fluidic, preferably microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to the stimulus, such
as contacting the candidate compound or composition;
- (d) lysing the first cell comprised in the fluidic, preferably microfluidic, compartment,
- (e) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
encapsulation in step (b) and an old transcriptome of the first cell which comprises
synthesized mRNA expressed and present before encapsulation in step (b);
- (f) Providing sequencing data of a control new transcriptome (pre-identified) of one
or more control cell(s) not contacted with the stimulus, such as the candidate compound
or composition, wherein the first cell and the one or more control cell(s) are genetically
clonal and comprise the same purposefully introduced genetic modifications;
- (g) comparing the new transcriptome of first cell with the control new transcriptome
wherein a change in the new transcriptome of the first cell compared to the control
new transcriptome indicates an effect of the stimulus, such as a compound or composition,
on the first cell.
[0012] In
a fourth alternate aspect, the invention pertains to a method for determining a differential gene expression
of a cell, comprising the steps:
- (a) Providing a first cell exposed to a stimulus, such as a candidate compound or
composition, wherein the candidate compound or composition is screened for an stimulus
(effect) on the first cell;
- (b) Encapsulating the first cell and, optionally the compound or composition, into
a fluidic, preferably microfluidic, compartment and, optionally, thereby bringing
into contact the candidate compound or composition and the first cell; wherein the
fluidic, preferably microfluidic, compartment further comprises a label-agent for
selectively labeling (newly) synthesized mRNA in the first cell;
- (c) Incubating the fluidic, preferably microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to the stimulus, such
as contacting the candidate compound or composition;
- (d) lysing the first cell comprised in the fluidic, preferably microfluidic, compartment,
- (e) Determining by sequencing the transcriptome of the first cell, wherein the transcriptome
of the first cell is composed of a new transcriptome comprising newly synthesized
mRNA detectable by the label-agent after encapsulation in step (b), and an old transcriptome
comprising previously synthesized mRNA detectable by the absence of the label-agent
before encapsulation in step (b);
- (f) Providing sequencing data of a control new transcriptome (pre-identified) of one
or more control cell(s) not contacted with the stimulus, such as the candidate compound
or composition, wherein the first cell and the one or more control cell(s) are genetically
clonal and comprise the same purposefully introduced genetic modifications;
- (g) comparing the new transcriptome of first cell with the control new transcriptome
wherein a change in the new transcriptome of the first cell compared to the control
new transcriptome indicates an effect of the stimulus, such as a compound or composition,
on the first cell.
DETAILED DESCRIPTION OF THE INVENTION
[0013] In the following, the elements of the invention will be described. These elements
are listed with specific embodiments, however, it should be understood that they may
be combined in any manner and in any number to create additional embodiments. The
variously described examples and preferred embodiments should not be construed to
limit the present invention to only the explicitly described embodiments. This description
should be understood to support and encompass embodiments which combine two or more
of the explicitly described embodiments or which combine the one or more of the explicitly
described embodiments with any number of the disclosed and/or preferred elements.
Furthermore, any permutations and combinations of all described elements in this application
should be considered disclosed by the description of the present application unless
the context indicates otherwise.
[0014] In
a first aspect, the invention pertains to a method for screening in a fluidic, such as microfluidic,
system candidate compounds or compositions for an effect on a cell, the method comprising
the steps of
- (a) Providing a candidate compound or composition and a first cell, wherein the candidate
compound or composition is screened for an effect on the first cell;
- (b) Encapsulating a candidate compound or composition together with a first cell into
a fluidic, preferably microfluidic, compartment and thereby bringing into contact
the candidate compound or composition and the first cell;
- (c) Incubating the fluidic, preferably microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to contacting the
candidate compound or composition;
- (d) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
a predetermined point in time, such as the encapsulation in step (b) and an old transcriptome
of the first cell which comprises synthesized mRNA expressed and present before the
predetermined point in time, such as the encapsulation in step (b);
- (e) Wherein a change of mRNA expression in the new transcriptome compared to the old
transcriptome in the first cell indicates an effect of the candidate compound or composition
on the first cell.
[0015] In
a first alternate aspect, the invention pertains to a method for screening in a microfluidic system candidate
compounds or compositions for an effect on a cell, the method comprising the steps
of
- (a) Providing a candidate compound or composition and a first cell, wherein the candidate
compound or composition is screened for an effect on the first cell;
- (b) Encapsulating a candidate compound or composition together with a first cell into
a fluidic, preferably microfluidic, compartment and thereby bringing into contact
the candidate compound or composition and the first cell; wherein the fluidic, preferably
microfluidic, compartment further comprises a label-agent for selectively labeling
synthesized mRNA in the first cell;
- (c) Incubating the fluidic, preferably microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to contacting the
candidate compound or composition;
- (d) Determining by sequencing the transcriptome of the first cell, wherein the transcriptome
is composed of a new transcriptome comprising newly synthesized mRNA detectable by
the label-agent after encapsulation in step (b) and an old transcriptome comprising
synthesized mRNA detectable by the absence of the label-agent before encapsulation
in step (b);
Wherein a change of mRNA expression in the new transcriptome compared to the old transcriptome
in the first cell indicates an effect of the candidate compound or composition on
the first cell.
[0016] 8abellingThe present invention provides an improved transcriptome-based microfluidic
screening approach by taking into account the difference between (x) newly synthesized
mRNA in a cell upon a stimulus and (y) newly synthesized mRNA in a control cell not
being exposed to the same stimulus. In context of the invention the point in time
selected for differentiation is preferably defined by the exposure to the stimulus.
In addition, the method of the invention can differentiate between mRNA newly synthesized
(new mRNA or "new transcriptome"), preferably synthesized upon and after stimulus
exposure and mRNA synthesized in the same cell before stimulus exposure (old mRNA
or "old transcriptome"). By using the mentioned control mechanisms, the invention
provides an improved protocol for the identification of the transcriptional changes,
including absolute and differential quantity of transcribed RNA change and RNA identity,
upon possibly any controllable stimulus that may be subject of a screening investigation.
In preferred embodiment, the control cell population for defining a change between
new and old transcriptomes may also be derived from a larger test population of cells
which comprises only a smaller fraction of cells wherein a predetermined threshold
of differential expression is observed.
[0017] Therefore, one feature of the invention is based on the labelling of newly synthesized
mRNA opposed to "old" mRNA, which can be done for example by adding to the cells a
chemical compound that labels mRNA during the process of transcription, but not already
transcribed mRNA. Such labels then need to be detectable in a later sequencing analysis
One option for such an approach is disclosed by
Qiu et al 2020 (Nature Methods volume 17, pages 991-1001; 2020), who have described previously a method in which newly synthesized mRNA is chemically
labelled with a reagent termed 4-thiouridine (4sU) which is immediately taken up by
cells, phosphorylated, and incorporated into any newly transcribed RNA (mRNA and any
other transcribed RNA). The incorporated 4sU is used to induce C->T conversions in
the sequencing library upon additional treatment with the reagent "TEFA". They show
that applying the labelling of newly synthesized RNA together with a particular treatment
or stimulus allows to distinguish treated versus untreated cells (based on the transcriptome)
at much better resolution.
[0018] The step of determining the transcriptome of the first cell in accordance with the
invention, preferably in step (d) of the method of the first aspect, further comprises
a comparison of the new transcriptome of first cell with a pre-identified new transcriptome
of a one or more control cell(s) not contacted a stimulus, such as with any candidate
compound or composition, and wherein a change in the new transcriptome of the first
cell compared to the new transcriptome of the one or more control cell(s) indicates
an effect of the stimulus, such as the compound or composition on the first cell;
wherein the first cell and the one or more control cell(s) are genetically clonal
and comprise the same purposefully introduced genetic modifications.
[0019] The point of time that is defined to differentiate between an old and a new transcriptome
in context of the invention may be selected depending on the application of the method
of invention. Usually such a point in time is selected to be when a cell is brought
into contact with a certain stimulus which is subject to investigation in an experiment
or screening. As such a preferred point in time is the time when the stimulus and
the first cell are in contact, or capable of getting into contact (directly or indirectly)
for the first time, such as when both are encapsulated in the same compartment.
[0020] As a further preferred embodiment of the method of the first aspect, the candidate
compound or composition has an effect on the first cell if the number of differentially
expressed mRNA in the new transcriptome of the first cell compared to the new transcriptome
of the one or more control cell(s) divided by the number of total expressed RNA species
(such as mRNA, and therefore expressed genes) in the old transcriptome of the first
cell is higher than a predetermined threshold P.
[0021] The term "transcriptome," as used herein, is defined as the set of all or a part
of, RNA molecules expressed in one cell or a population of cells. A transcriptome
can denote the complete and detectable set of RNAs, or can be specifically denote
a subset of RNA molecules of interest. As such a transcriptome may comprise a transcriptome
subset of a selected number of expressed RNAs, such as mRNA from a selection of genes
(2, 3, 4, 5 or more, 10 or more, 100 or more, 1000, 10000 or more), or may be a subset
of types of RNA, such as messenger RNA, structural RNA, or any other subset of RNA
molecules expressed. The set of RNA molecules may include messenger RNAs and/or microRNAs
and other small RNAs. The term may refer to the total set of RNA molecules in a given
organism, or to the specific subset of RNA molecules present in a particular cell
type. A preferred embodiment of the invention pertains to mRNA as species of RNA expressed
and investigated in accordance with the invention.
[0022] The term "new transcriptome" in accordance with the invention pertains to the all
RNA molecules expressed in one cell or a population of cells which are transcribed
upon and after exposing the cell or cells to a stimulus, such as a compound or composition,
which is investigated for an effect on the transcriptome of the cell or population
of cells (in the method of the invention referred to as the first cell). Therefore,
the term "old transcriptome" pertains toall RNA molecules expressed in one cell or
a population of cells which were transcribed before, and up until exposing the cell
or cells to a stimulus, such as a compound or composition.
[0023] In one embodiment of the invention the method further comprises that determining
the old or new transcriptome of the more than one control cells involves calculating
the average of the transcriptomes (both old and new transcriptomes) of the more than
one control cells.
[0024] The term "fluidic compartment", or "microfluidic compartment" or "microcompartment"
as used herein refers to a compartment of a certain size that comprises or encapsulates
an aqueous liquid. The size of the microfluidic compartment is usually less than 1
microlitre (µl). Preferably, it is less than 1,000 nl, less than 100 nl, less than
20 nl, or most preferably less than 1 nl. The lower size limit is 1 pl, preferably
10 pl. The compartments can be provided as droplets or wells or any other structure
able to provide multiple aqueous compartments.
[0025] A wide variety of compartmentalisation or microencapsulation procedures are available
(
Benita, S., Ed. (1996). Microencapsulation: methods and industrial applications. Drugs
and pharmaceutical sciences. Edited by Swarbrick, J. New York: Marcel Dekker) and may be used to create the (micro)fluidic compartment used in accordance with
the present invention. Indeed, more than 200 microencapsulation or compartmentalisation
methods have been identified in the literature (
Finch, C. A. (1993) Encapsulation and controlled release. Spec. Publ.-R. Soc. Chem.
138, 35). These include membrane enveloped aqueous vesicles such as lipid vesicles (liposomes)
(
New, R. R. C, Ed. (1990). Liposomes: a practical approach. The practical approach
series. Edited by Rickwood, D. & Hames, B. D. Oxford: Oxford University Press) and non-ionic surfactant vesicles (
van Hal, D. A., Bouwstra, J. A. & Junginger, H. E. (1996). Nonionic surfactant vesicles
containing estradiol for topical application. In Microencapsulation: methods and industrial
applications (Benita, S., ed.), pp. 329-347. Marcel Dekker, New York.). In a preferred embodiment, the (micro)fluidic compartment is selected from the
group consisting of droplets, nanowells and valve -based (micro)fluidic compartments.
A nanowell is a cavity of any shape and depth. Preferably, it has a diameter of less
than two-fold the diameter of a solid particle as defined below so that only individual
beads get trapped in the compartment (
Fan HC, Fu GK, Fodor SP. Science. 347(6222): 1258367, 2015. doi: 10.1126/science.1258367). In other words, the diameter of at least 200 nm and of up to 100 µιη, preferably
of 600 nm to 20 µιη. The volume of a nanowell preferably is 1 pL to 10 nL. A valve-based
compartment is a section of a (micro)fluidic channel that is closed-off or pinched-off
by (micro)fluidic valves (
Thorsen T, Maerkl SJ, Quake SR, Science 298(5593): 580-584, 2002. DOI: 10.1126/science.1076996). The volume of a valve-based compartments preferably is 1 pL to 10 nL Preferably,
the (micro)fluidic compartment is a (micro)fluidic droplet of an aqueous liquid in
an immiscible liquid. Thus, preferably the microcompartments of the present invention
are formed from emulsions; heterogeneous systems of two immiscible liquid phases with
one of the phases dispersed in the other as droplets of microscopic size (
Becher, P. (1957) Emulsions: theory and practice. Reinhold, New York;
Sherman, P. (1968) Emulsion science. Academic Press, London;
Lissant, K.J., ed Emulsions and emulsion technology. Surfactant Science New York:
Marcel Dekker, 1974;
Lissant, K.J., ed. Emulsions and emulsion technology. Surfactant Science New York:
Marcel Dekker, 1984). Emulsions may be produced from any suitable combination of immiscible liquids.
Preferably the emulsion of the present invention has water (containing a particle
and other components) as the phase present in the form of droplets and a hydrophobic,
immiscible liquid (preferably an oil) as the surrounding matrix in which these droplets
are suspended. Such emulsions are termed 'water-in-oil'. This has the advantage that
the aqueous phase is compartmentalised in discrete droplets. The external phase, preferably
being a hydrophobic oil, generally is inert. The emulsion may be stabilized by addition
of one or more surface-active agents (surfactants). These surfactants act at the water/oil
interface to prevent (or at least delay) separation of the phases. Many oils and many
emulsifiers can be used for the generation of water-in-oil emulsions; a recent compilation
listed over 16,000 surfactants, many of which are used as emulsifying agents (
Ash, M. and Ash,I. (1993) Handbook of industrial surfactants. Gower, Aldershot).
[0026] Preferably, the aqueous microcompartments are created, handled and/or controlled
in a (micro)fluidic system. This technology is based on the manipulation of continuous
liquid flow through microfabricated channels. Actuation of liquid flow is implemented
either by external pressure sources, external mechanical pumps, integrated mechanical
micropumps, or by combinations of capillary forces and electrokinetic mechanisms.
Process monitoring capabilities in continuous-flow systems can be achieved with highly
sensitive (micro)fluidic flow sensors based on MEMS technology which offer resolutions
down to the nanoliter range.
[0027] (micro)fluidic devices typically consist of networks of channels of approximately
ten to a few hundred micrometers in diameter into which small quantities of reagents
can be injected in a specific sequence, mixed and incubated for a specified time.
Assays can be highly parallelized by generating independent compartments using valves
(pinching off specific regions of the channels) or two-phase (micro)fluidics, in which
aqueous droplets surrounded by an immiscible oil phase serve as closed vessels. These
approaches enable drastically reduced assay volumes (pico -nanoliters) and strongly
improved throughput. For example, compartments can be generated at rates of more than
1,000 per second. Furthermore, (micro)fluidic modules for the splitting, fusion and
sorting of compartments at similar rates have been developed, thus providing a repertoire
of manipulations mimicking classical bench top procedures.
[0028] In a preferred embodiment (applying to all aspects herein), the device, in particular
the channels, is/are large enough to handle compartments comprising eukaryotic cells.
In other words, the device, in particular the channels, is/are large enough to handle
compartments of the sizes described herein, in particular 660 pl droplets.
[0029] The term "first cell" as used herein refers to any cell, preferably it is a mammalian
cell and more preferably a human cell. In one embodiment, the cell is a stem or pluripotent
cell, e.g. an embryonic or adult stem cell, or a non-stem and non-pluripotent cell,
preferably in which pluripotency is inducible by a polypeptide ligand. Such a non-stem
cell and non-pluripotent cell is preferably a cell derived from the ectoderm, endoderm
or mesoderm lineage. Said cell can be selected from the group consisting of growth-arrested
cells (e.g. cell which are blocked at various stages of the cell cycle, i.e. GO, Gl,
S, G2, prophase, prometaphase and metaphase), non-proliferating cells, post- or non-mitotic
cells, resting cells, benign cells, senescent cells, in vitro differentiated embryonic
stem cells, in vitro differentiated induced pluripotent cells, terminally differentiated
cells, and preferably primary cells. Preferred cells are cells selected from the group
consisting of adipocytes, astrocytes, B-cells, cardiomyocytes, chondrocytes, cornea
epithelial cells, dendritic cells, endocrine cells, endothelial cells, epithelial
cells, fibroblasts, glia cells, granulocytes, hematopoietic cells, hematopoietic stem
cells, hepatocytes, keratinocytes, intestinal epithelial cells, liver cells, lung
epithelial cells type I, lung epithelial cells type II, lymphocytes, macrophages,
mammary epithelial cells, melanocytes, mesangial cells, mesenchymal stem cells, muscle
cells, myoblast, natural killer cells, neuronal cells, neutrophiles, osteoblasts,
pancreatic beta cells, pericytes, preadipocytes, progenitor cells, prostate epithelial
cells, renal epithelial cells, renal proximal tubule cells, retinal pigment epithelial
cells, Sertoli cells, skeletal muscle cells, smooth muscle cells, stem cells, stroma
cells, T-cells and subsets of said cell types. Said cells are non-mammalian cells
(e.g. from fish or bird species) or mammalian cells (e.g. from mice, rats, monkeys,
pigs, dogs, cats, cows, sheep, goats), preferably human cells.
[0030] In a preferred embodiment, the first cell is a diseased cell. In particular, the
diseased cell may be a tumor cell, a chronically infected cell, a senescent cell,
a cell showing an inflammatory phenotype, a cell accumulating amyloid proteins or
a cell accumulating misfolded proteins.
[0031] In case of a tumor cell, the underlying disease is a tumor, preferably selected from
the group consisting of Adrenal Cancer, Anal Cancer, Bile Duct Cancer, Bladder Cancer,
Bone Cancer, Brain/CNS, Tumors, Breast Cancer, Cancer of Unknown Primary, Castleman
Disease, Cervical Cancer, Colon/Rectum Cancer, Endometrial Cancer, Esophagus Cancer,
Ewing Family Of Tumors, Eye Cancer, Gallbladder Cancer, Gastrointestinal Carcinoid
Tumors, Gastrointestinal Stromal Tumor (GIST), Gestational Trophoblastic Disease,
Hodgkin Disease, Kaposi Sarcoma, Kidney Cancer, Laryngeal and Hypopharyngeal Cancer,
Leukemia, Liver Cancer, Lung Cancer, Lymphoma, Lymphoma of the Skin, Malignant Mesothelioma,
Multiple Myeloma, Myelodysplasia Syndrome, Nasal Cavity and Paranasal Sinus Cancer,
Nasopharyngeal Cancer, Neuroblastoma, Non-Hodgkin Lymphoma, Oral Cavity and Oropharyngeal
Cancer, Osteosarcoma, Ovarian Cancer, Pancreatic Cancer, Penile Cancer, Pituitary
Tumors, Prostate Cancer, Retinoblastoma, Rhabdomyosarcoma, Salivary Gland Cancer,
Sarcoma - Adult Soft Tissue Cancer, Skin Cancer, Small Intestine Cancer, Stomach Cancer,
Testicular Cancer, Thymus Cancer, Thyroid Cancer, Uterine Sarcoma, Vaginal Cancer,
Vulvar Cancer, Waldnstrom Macroglobulinemia, and Wilms Tumor.
[0032] In case of a chronically infected cell, the underlying disease is a chronic infectious
disease, such as tuberculosis, malaria, chronic viral hepatitis (HBV, Hepatitis D
virus and HCV), Acquired immune deficiency syndrome (AIDS, caused by HIV, Human Immunodeficiency
Virus), or EBV related disorders: Systemic Autoimmune Diseases (Systemic Lupus Erithematosus,
Rheumatoid Arthritis, and Sjogren Syndrome) and Multiple Sclerosis (MS). Preferably,
the chronically infected cell comprises a pathogen or part thereof of the above-recited
infectious diseases.
[0033] In case of a senescent cell, the underlying disease is a senescence associated disease,
such as (i) rare genetic diseases called Progeroid syndromes, characterized by pre-mature
aging: Werner syndrome (WS), Bloom syndrome (BS), Rothmund-Thomson syndrome (RTS),
Cockayne syndrome (CS), Xeroderma pigmentosum (XP), Trichothiodystrophy or Hutchinson-Gilford
Progeria Syndrome (HGPS) or (ii) Common age related disorders: Obesity, type 2 diabetes,
sarcopenia, osteoarthritis, idiopathic pulmonary fibrosis and chronic obstructive
pulmonary disease, cataracts, neurodegenerative diseases, or cancer treatment related
disorders.
[0034] Preferably, the senescent cell expresses, in particular in a misfolded form and/or
presented on the cell surface, one or more protein such as prion protein (PrP), FasR,
Fas ligand, CD44, EGF receptor, CD38, Notch- 1, CD44, CD59, or TNF receptor. Notwithstanding,
the first cell may also be a non-diseased cell expressing one or more of these proteins.
[0035] In case of a cell showing an inflammatory phenotype, the underlying disease is an
inflammatory disease, such as an Allergy, Asthma, Artherosclerosis, Autoimmune diseases,
Autoinflammatory diseases, Celiac disease, Chronic prostatitis, Glomerulonephritis,
Hypersensitivities, Inflammatory Bowel disease, Inflammatory myopathies, Obesity,
Pelvic inflammatory disease, Reperfusion injury, Rheumatoid arthritis, Sarcoidosis,
Transplant rejection, Vasculitis, or Interstitial cystitis. Preferably, a cell showing
an inflammatory phenotype is a cell overexpressing one or more proinflammatory factors
such as Bradykinin, C3, C5a, Factor XII, Membrance attack complex, Plasmin, Thrombin,
Lysosome granules, Histamine, IFN-gamma, IL-8, IL-6, IL-8, IL-18, Leukotriene B4,
Nitric oxide, Prostaglandins, TNF-alpha, or C-reactive Protein.
[0036] In case of a cell accumulating amyloid proteins, the underlying disease is a disease
associated with the abnormal accumulation of amyloid fibrils such as Alzheimer's disease,
Diabetes mellitus type 2, Parkinson's disease, Transmissible spongiform encephalopathy,
Fatal familial insomnia, Huntington's disease, Medullary carcinoma of the thyroid,
Cardiac arrythmias, Atherosclerosis, Rheumatoid arthritis, Aortic medial amyloid,
Prolactinomas, Familial amyloid polyneuropathy, Hereditary non-neuropathic systemic
amyloidosis, Dialysis related amyloidosis, Lattice corneal dystrophy, Cerebral amyloid
angiopathy Cerebral amyloid angiopathy, Systemic AL amyloidosis, or Sporadic inclusion
body myositis. Preferably, a cell accumulating amyloid proteins is a cell overexpressing
one or more amyloids such as Beta amyloid, IAPP, Alpha-synuclein, PrPSc, Huntingtin,
Calcitonin, Atrial natriuretic factor, Apolipoprotein Al, Serum amyloid A, Medin,
Prolactin, Transthyretin, Lysozyme, Beta-2 microglobulin, Gelsolin, Keratoepithelin,
Cystatin, Immunoglobulin light chain AL, or S-IBM.
[0037] In case of a cell accumulating misfolded proteins, the underlying disease is a proteopathy
such as Alzheimer's disease, Cerebral β-amyloid angiopathy, Retinal ganglion cell
degeneration in glaucoma, Prion diseases, Parkinson's disease, Tauopathies, Frontotemporal
lobar degeneration, FTLD-FUS, Amyotrophic lateral sclerosis, Huntington's disease,
Familial British dementia, Familial Danish dementia, Hereditary cerebral hemorrhage
with amyloidosis, CADASIL, Alexander disease, Seipinopathies, Familial amyloidotic
neuropathy, Senile systemic amyloidosis, AL (light chain) amyloidosis, AH (heavy chain)
amyloidosis, AA (secondary) amyloidosis, Type II diabetes, Aortic medial amyloidosis,
ApoAI amyloidosis, ApoAII amyloidosis, ApoAIV amyloidosis, Familial amyloidosis of
the Finnish type, Lysozyme amyloidosis, Fibrinogen amyloidosis, Dialysis amyloidosis,
Inclusion body myositis/myopathy, Cataracts,, Retinitis pigmentosa with rhodopsin
mutations, Medullary thyroid carcinoma, Cardiac atrial amyloidosis, Pituitary prolactinoma,
Hereditary lattice corneal dystrophy, Cutaneous lichen amyloidosis, Mallory bodies,
Corneal lactoferrin amyloidosis, Pulmonary alveolar proteinosis, Odontogenic (Pindborg)
tumor amyloid, Seminal vesicle amyloid, Cystic Fibrosis, Sickle cell disease, or Critical
illness myopathy. Preferably, a cell accumulating misfolded proteins is a cell misfolding
one or more proteins such as Amyloid β peptide (Aβ), Tau protein, Amyloid β peptide
(Aβ), Amyloid β peptide (Aβ), Prion protein, a-Synuclein, Microtubule-associated protein
tau (Tau protein), TDP-43, Fused in sarcoma (FUS) protein, Superoxide dismutase, TDP-43,
FUS, Proteins with tandem glutamine expansions, ABri, ADan, Cystatin C, Notch3, Glial
fibrillary acidic protein (GFAP), Seipin, Transthyretin, Serpins, Monoclonal immunoglobulin
light chains, Immunoglobulin heavy chains, Amyloid A protein, Islet amyloid polypeptide
(IAPP; amylin), Medin (lactadherin), Apolipoprotein AI, Apolipoprotein All, Apolipoprotein
AIV, Gelsolin, Lysozyme, Fibrinogen, Beta-2 microglobulin, Amyloid β peptide (Aβ),
Crystalline, Rhodopsin, Calcitonin, Atrial natriuretic factor, Prolactin, Keratoepithelin,
Keratins, Keratin intermediate filament proteins, Lactoferrin, Surfactant protein
C (SP-C), Odontogenic ameloblast-associated protein, Semenogelin I, cystic fibrosis
transmembrane conductance regulator (CFTR) protein, Hemoglobin, or Hyperproteolytic
state of myosin ubiquitination.
[0038] In context of the invention the "stimulus" that is exposed to the first cell in any
of the various aspects of the invention may be any kind deliberately induced effect
on or within the first cell of the invention. Such stimuli may be exposed from the
outside of the cell, by for example the use of compounds getting into contact with
the cell and for example binding the cell surface or any agent on the surface of the
cell, energy radiation exposure (of any wavelength), use of nuclear radiation change
of conditions such as cold or heat, or agents being internalized by the cell and inducing
a stimulus within the cell. Also included are stimuli which are induced by time, or
internally via biochemical pathways, cellular rhythms, such as cell cycle, biochemical
cycles, circadian rhythms, aging or the like. In a preferred embodiment, the stimulus
is exposed to the cell by an candidate compound or composition that is contacted with
the first cell. Compounds and compositions shall include second cell types (see below),
small molecules, nucleic acids, proteins, such as antibodies or any derivatives of
antigen binding proteins, and any combinations and/or hybrids of such compounds. Such
compounds and compositions may be produced by using a second cell to be encapsulated
into the compartment, such as preferably an antibody producing cell (B-cell).
[0039] Alternatively or additionally to encapsulating a second biological cell type, in
some embodiments barcoded beads or particles could be used, such as DNA-barcoded one-bead-one-compound
libraries. Such synthetic compounds also should provide a compound-specific barcode
(and as long as there is more than one compound molecule per droplet - therefore beads
instead of individually labelled compound molecules).
[0040] The term "second cell" as used herein refers to a cell secreting the polypeptide
ligand or presenting the polypeptide ligand on its surface. In particular, the second
cell is a cell of the B-cell lineage, preferably a plasma cell. Most preferably, the
cell of the B-cell lineage is derived from a vertebrate immunized with the first cell
or one or more molecules or parts thereof accessible on the surface of the first cell,
for example membrane extracts. In another embodiment, the second cell is a cell expressing
a polypeptide ligand derived from a library.
[0041] However, alternatively, the candidate compound or composition may be provided by
using a so called "cell-free expression system", the term as used herein refers to
a combination of molecules necessary for producing protein from an input RNA or DNA,
such as a plasmid. The combination may comprise ribosomes, tRNAs, amino acids, including
amino acyl tRNAs, RNA polymerase, ribonucleotides, and any necessary cofactors, buffering
agents and salts that are required for enzymatic activity, and may include a cell
lysate. Examples of cell-free expression systems include, but are not limited to,
cell-free extracts of bacteria (like E. coli) or eukaryotic cells (like rabbit reticulocytes)
containing transcription and translation systems required to produce mRNA (if the
input is DNA) and protein. Specific examples of cell-free expression systems are the
Expressway
™ Plus expression system supplied by Invitrogen (Carlsbad, CA, USA) or the reticulocyte
lysate system supplied by Roche Diagnostics (Mannheim, Germany).The scope of a cell-free
expression system herein, e.g. when it is referred to "a" cell-free expression system
or "one" cell-free expression system is determined by the polypeptide ligand it expresses.
In other words, a cell-free expression system is a single cell-free expression system
if it comprises input RNA or DNA for only one polypeptide ligand.
[0042] In a preferred embodiment of the first aspect, the candidate compound or composition
is a polypeptide ligand either encapsulated directly, or expressed by a second cell
or cell-free expression system has a constant region and a variable region. Therein,
the variable region usually determines the binding specificity and the constant region
provides the framework. Further, it is preferred that the polypeptide ligand of each
second cell or cell-free expression system has the same constant region. Generally,
the plurality of (micro)fluidic compartments comprises different polypeptide ligands,
in particular peptide ligands with different variable regions.
[0043] In one embodiment, the polypeptide ligand is selected from the group consisting of
an antibody, an antibody derivative and an antibody mimetic. The antibody, antibody
derivative or antibody mimetic may be mono-specific (i.e. specific to one target molecule
or part thereof accessible on the surface of a cell) or multi- specific (i.e. specific
to more than one target molecule or part thereof accessible on the surface of the
same or a different cell), for example bi- specific or tri-specific (see, e.g.,
Castoldi et al., Oncogene. 2013 Dec 12;32(50):5593-601;
Castoldi et al., Protein Eng Des Sel. 2012 Oct;25(10):551-9).
[0044] The term "antibody derivative" as used herein refers to a molecule comprising at
least one antibody variable domain, but not having the overall structure of an antibody
such as IgA, IgD, IgE, IgG, IgM, IgY or IgW, although still being capable of binding
a target molecule. Said derivatives maybe, but are not limited to functional (i.e.
target binding, particularly specific target binding) antibody fragments such as Fab,
Fab2, scFv, Fv, or parts thereof, or other derivatives or combinations of the immunoglobulins
such as nanobodies, diabodies, minibodies, camelid single domain antibodies, single
domains or Fab fragments, domains of the heavy and light chains of the variable region
(such as Fd, VL, including Vlambda and Vkappa, VH, VHH) as well as mini-domains consisting
of two beta- strands of an immunoglobulin domain connected by at least two structural
loops. Preferably, the antibody derivative is monovalent
[0045] The term "antibody mimetic" as used herein refers to organic compounds that, like
antibodies, can specifically bind antigens, but that are not structurally related
to antibodies. They are usually artificial peptides or proteins with a molar mass
of about 3 to 20 kDa. Non-limiting examples of antibody mimetics are affibodies, affilins,
affimers, affitins, anticalins, avimers, DARPins, fynomers, Kunitz domain peptides,
monobodies, Z domain of Protein A, Gamma B crystalline, ubiquitin, cystatin, Sac7D
from Sulfolobus acidocaldarius, lipocalin, A domain of a membrane receptor, ankyrin
repeat motive, SH3 domain of Fyn, Kunits domain of protease inhibitors, the 10th type
III domain of fibronectin, synthetic heterobivalent or heteromultivalent ligands (
Josan et al., Bioconjug Chem. 2011 22(7): 1270- 1278;
Xu et al., PNAS 2012 109 (52) 21295-21300;
Shallal et al., Bioconjug Chem. 2014 25(2) 393-405) or synthetic peptide ligands, e.g. from a (random) peptide library. Synthetic peptide
ligands have non-naturally occurring amino acid sequences that function to bind a
particular target molecule. Peptide ligands within the context of the present invention
are generally constrained (that is, having some element of structure as, for example,
the presence of amino acids which initiate a β turn or β pleated sheet, or for example,
cyclized by the presence of disulfide bonded Cys residues) or unconstrained (linear)
amino acid sequences of less than about 50 amino acid residues, and preferably less
than about 40 amino acids residues. Of the peptide ligands less than about 40 amino
acid residues, preferred are the peptide ligands of between about 10 and about 30
amino acid residues.
[0046] The term "intended to specifically bind" as used herein refers to potential binding
reaction that is intentional or desired. It is not an accidental binding reaction
that may occur because a second cell or cell-free expression system happens to express
a polypeptide binding to a molecule or part thereof accessible on the surface of the
first cell, which may occur by co-compartmentalizing of a first cell and a second
cell or cell-free expression system by pure chance or accident. Intended means, for
example, that the co-compartmentalizing is performed as part of a screen which is
designed to identify polypeptide ligands which bind to a molecule or part thereof
accessible on the surface of the first cell and/or trigger a certain, in particular
a desired effect on gene expression of the first cell. In one embodiment and in particular
in the embodiment in which the second cell is derived from immunization of an animal
with the first cell as described herein, it is preferred that the subset of compartments
referred to herein (e.g. the at least 5%, 10%, 13.5% or 20% subset) comprises one
second cell or one cell-free expression system expressing a polypeptide ligand that
does in fact specifically bind to a molecule or part thereof accessible on the surface
of the first cell. In the embodiment described herein in which polypeptide ligands
from a library not specific for the first cell are used, however, it is likely that
not all polypeptide ligands expressed by the second cells or cell-free expression
systems of said compartment subset specifically bind to a molecule or part thereof
accessible on thesurface of the first cell. Nevertheless, they are still intended
to.
[0047] The term "specifically binds" as used herein refers to a binding reaction which is
determinative of the presence of the binding partner, in this case the molecule or
part thereof accessible on the surface of the first cell, in a heterogeneous population
of such binding partners and, in particular, cells, such as in an organism, preferably
a human body. As such, the specified ligand binds to its particular target molecule
and does not bind in a substantial amount to other molecules present on cells or to
other molecules to which the ligand may come in contact in an organism. Generally,
a ligand that "specifically binds" a target molecule has an equilibrium affinity constant
greater than about 105 (e.g., 106, 107, 108, 109, 1010, 1011, and 1012 or more) mole/liter
for that target molecule.
[0048] In one embodiment, regarding the target molecule or part thereof accessible on the
surface of the first cell, the target molecule is a cellular receptor, more preferably
a cell signaling receptor. Preferably, it is selected from the group consisting of
a protein, a glycolipid or a glycoside. In a particular embodiment, the target molecule
is a protein selected from the group consisting of a G-protein coupled receptor, an
ion channel and a cross-membrane transporter.
[0049] The present invention makes use of a differentiation between new and old transcriptomes
with regard to contacting the first cell with a certain stimulus. As such the invention
provides a method using a label agent, which can be in accordance with the invention
any method or compound that allows for such a differentiation. One example of the
use of 4sU as a nucleoside that is incorporated into transcribed RNA and can by chemical
conversion be used to induce a C to T conversion in such molecules which then can
be identified by analysing sequencing information. Such methodologies are described
within the herein cited prior art.
[0051] In a preferred embodiment of the first aspect, the first cell is the same or of the
same cell type (e.g. a tumour cell) for each compartment.
[0052] In a preferred embodiment of the invention, the candidate compound or composition
is an antigen binding protein, and preferably is provided by encapsulating a second
cell which expresses and releases the candidate antigen binding protein into the (micro)fluidic
compartment after encapsulation in step (b).
[0053] The method of any of the preceding claim, further comprising encapsulating within
the compartment a set of barcode oligonucleotides each comprising a barcode sequence
unique to the set and a sequence capable of binding specifically to mRNA and/or cDNA.
[0054] The term "barcode oligonucleotide" as used herein refers to an oligonucleotide having
at least one so-called variable region ("barcode sequence"), the nucleotide sequence
of which is the same within the same set of oligonucleotides compared to barcode oligonucleotides
of other sets used. "Variable" therein means not that the sequence of a particular
oligonucleotide can change, but that there are oligonucleotides which are identical
in structure and sequence with the exception of the sequence of the variable regions,
i.e. the variable regions are different between oligonucleotides that are otherwise
identical in structure and sequence. The length of the variable region, is preferably
1 to 50 nucleotides, more preferably 1 to 20 nucleotides and most preferably 2 to
10 nucleotides. The overall length of the "barcode oligonucleotide" is preferably
10 to 100 nucleotides, more preferably 10 to 50 nucleotides and most preferably 10
to 25 nucleotides.
[0055] In a preferred embodiment, the barcode oligonucleotide further comprises a unique
molecular identifier (UMI). A "UMI" is an oligonucleotide sequence which is unique
(or random with a length that makes uniqueness likely) for each oligonucleotide molecule
of all oligonucleotides in a set and/or all oligonucleotides linked to a solid particle.
This can improve reliability of amplification and reduce amplification noise (see,
e.g.
S. Islam et ah, Quantitative single-cell RNA-seq with unique molecular identifiers.
Nature methods 11, 163, Feb, 2014). Also, UMIs can be used to digitally count the mRNA transcripts after sequencing.
Therein, preferably, all sequenced amplificates having the same barcode sequence and
the same UMI are counted as one, i.e. a single event or single mRNA transcript. To
achieve uniqueness of the UMIs, their diversity 4N (N being the number of nucleotides
per UMI) is preferably at least 10 times larger than the number of compartments in
the subset as defined above, preferably than the number of compartments in the plurality
of (micro)fluidic compartments.
[0056] The term "set of barcode oligonucleotide" as used herein refers to a plurality of
barcode oligonucleotides having the same barcode sequence and preferably each a UMI
unique within the set and/or within the barcode oligonucleotides linked to a solid
particle. In a preferred embodiment, each set of barcode oligonucleotides is linked
to one or more, preferably one solid particle, preferably a bead or a nanoparticle.
If it is linked to more than one solid particle, each solid particle preferably comprises
the complete set, i.e. the solid particles are preferably identical copies of each
other, wherein each copy comprises the complete set. Most preferably the solid particle
is a bead. A "bead" (also termed "microbead") is a uniform polymer particle with a
diameter of at least 100 nm and of up to 50 µιη, preferably of 300 nm to 10 µιη, and
with a surface to which nucleic acids can bind or be coupled. A round shape is not
required, i.e. the term "bead" as used herein also encompasses other shapes. The beads
referred to herein are usually polyethylene or polystyrene beads or beads made of
gel matrices. The term "nanoparticle" used herein refers to a particle having a diameter
of from about 1 to 1000 nm, preferably 1 to 100 nm. Components of the nanoparticle
may include metal such as gold, silver, copper, aluminum, nickel, palladium, platinum,
alloys thereof, a semiconductor material such as CdSe, CdS, InAs, InP, or core/shell
structures thereof, or organic particles such as particles made from organic polymer,
lipids, sugars, or other organic materials, e.g. polystyrene, latex, acrylate, or
polypeptide. Such organic particles may optionally contain some inorganic material;
however, the amount of inorganic material is less than 50%, less than 25%, less than
10%, less than 5%, or less than 1%.
[0057] The term "sequence capable of binding specifically to mRNA and/or cDNA thereof' as
used herein refers to a sequence that is at least 80%, preferably at least 90%, more
preferably at least 95% and most preferably 100% complementary to a given mRNA and/or
cDNA thereof. With respect to mRNA, it is preferred that said sequence is a sequence
capable of binding specifically to an mRNA 3' poly(A) tail, in particular a poly(dT)
sequence or a poly(dU) sequence Such a sequence is capable of binding specifically
to any mRNA and is usually 10-60 nucleotides long, preferably 15-30 and more preferably
about 20 nucleotides long. For binding to a specific mRNA and/or cDNA, the sequence
capable of binding specifically to mRNA and/or cDNA thereof is capable of binding
to a gene-specific sequence (the gene the mRNA is transcribed from) of the mRNA or
cDNA. Such a sequence is usually 10-60 nucleotides long, preferably 15-30 and more
preferably 15-25 nucleotides long.
[0058] Generally, it is preferred that the sequence capable of binding specifically to mRNA
and/or cDNA thereof is at the 3' end of the barcode oligonucleotide and is capable
of priming a DNA polymerisation, either from an mRNA template or a cDNA template.
If the sequence is capable of binding to a gene-specific sequence, it is preferred
that the compartments of said subset further comprise a further oligonucleotide forming
a primer pair with said sequence that is capable of binding to a gene- specific sequence,
wherein the primer pair is suitable for generating a DNA amplicon from the mRNA and/or
cDNA thereof. In a preferred embodiment, the sequence capable of binding specifically
to mRNA and/or cDNA thereof is the same for each barcode oligonucleotide of the set.
[0059] In a
second aspect, the invention pertains to a plurality of (micro)fluidic compartments, wherein at
least 1% of said compartments form a subset in which each compartment comprises
- (a) A first cell;
- (b) A candidate compound or composition;
- (c) A label-agent for selectively labeling synthesized mRNA in the first cell; and
- (d) Optionally, a set of barcode oligonucleotides each comprising a barcode sequence
unique to the set and a sequence capable of binding specifically to mRNA and/or cDNA.
[0060] In a
third aspect, the invention pertains to a method for generating a plurality of (micro)fluidic compartments
according to the second aspect, comprising the steps of:
- (a) introducing into a (micro)fluidic system: (i) a fluid comprising a plurality of
first cells, (ii) a fluid comprising a plurality of candidate compounds or compositions,
(iii) a fluid comprising a label-agent for selectively labeling synthesized mRNA in
the first cell; and (iv) a fluid comprising sets of barcode oligonucleotides, wherein
the barcode oligonucleotides of each set comprises a barcode sequence unique to the
set, and a sequence capable of binding specifically to mRNA and/or cDNA, and
- (b) repeatedly co-compartmentalizing a first cell, a candidate compound or composition,
a label-agent for selectively labeling synthesized mRNA, and a set of barcode oligonucleotides
into (micro)fluidic compartments, such that the size of the subset of compartments
in the plurality of compartments is at least 1%.
[0061] In further embodiments, the size of said subset of compartments, i.e. the least 1%
of compartments forming a subset in which each compartment comprises the specified
components, is at least 2, 3, 4, 5, 6, 7, 8, 9, 10, preferably 13.5% or even more
than 20% of the total number of the plurality of compartments, wherein each larger
percentage listed is preferred to the next smaller one. In a particular embodiment,
the percentage is at least 5%.
[0062] Additionally, less than 25%, preferably less than 20% and more preferably less than
15% of the compartments of the plurality of (microfluidic) compartments form a "blank"
subset (when it is referred above or below to a subset, the subset above and not the
blank subset is meant) in which the compartments are empty. "Empty" in this respect
means that a compartment does not comprise a first cell, a second cell or cell-free
expression system, or a set of barcode oligonucleotides as defined above (items (i)
to (iii)). A "blank" subset is a subset only comprising such empty compartments.
[0063] Each compartment of the subset of the first aspect may comprise more than one first
cell, e.g. up to 2, 3, 4, 5, 6, 7, 8, 9 or 10 first cells, wherein lower upper limits
are preferred to higher ones. In the most preferred embodiment of the method of the
first aspect, each compartment of said subset comprises exactly one first cell.
[0064] In
a fourth aspect, the invention pertains to a method for determining a differential gene expression
of a cell, comprising the steps:
- (a) Providing a first cell exposed to a stimulus, such as a candidate compound or
composition, wherein the candidate compound or composition is screened for a stimulus
(effect) on the first cell;
- (b) Encapsulating the first cell and, optionally the compound or composition, into
a (micro)fluidic compartment and, optionally, thereby bringing into contact the candidate
compound or composition and the first cell;
- (c) Incubating the (micro)fluidic compartment for a time sufficient to allow the first
cell to change its transcriptome in response to the stimulus, such as contacting the
candidate compound or composition;
- (d) lysing the first cell comprised in the (micro)fluidic compartment,
- (e) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
encapsulation in step (b) and an old transcriptome of the first cell which comprises
synthesized mRNA expressed and present before encapsulation in step (b);
- (f) Providing sequencing data of a control new transcriptome (pre-identified) of one
or more control cell(s) not contacted with the stimulus, such as the candidate compound
or composition, wherein the first cell and the one or more control cell(s) are genetically
clonal and comprise the same purposefully introduced genetic modifications;
- (g) comparing the new transcriptome of first cell with the control new transcriptome
wherein a change in the new transcriptome of the first cell compared to the control
new transcriptome indicates an effect of the stimulus, such as a compound or composition,
on the first cell.
[0065] In
an alternative fourth aspect, the invention pertains to a method for determining a differential gene expression
of a cell, comprising the steps:
- (a) Providing a first cell exposed to a stimulus, such as a candidate compound or
composition, wherein the candidate compound or composition is screened for an stimulus
(effect) on the first cell;
- (b) Encapsulating the first cell and, optionally the compound or composition, into
a (micro)fluidic compartment and, optionally, thereby bringing into contact the candidate
compound or composition and the first cell; wherein the (micro)fluidic compartment
further comprises a label-agent for selectively labeling (newly) synthesized mRNA
in the first cell;
- (c) Incubating the (micro)fluidic compartment for a time sufficient to allow the first
cell to change its transcriptome in response to the stimulus, such as contacting the
candidate compound or composition;
- (d) lysing the first cell comprised in the (micro)fluidic compartment,
- (e) Determining by sequencing the transcriptome of the first cell, wherein the transcriptome
of the first cell is composed of a new transcriptome comprising newly synthesized
mRNA detectable by the label-agent after encapsulation in step (b), and an old transcriptome
comprising previously synthesized mRNA detectable by the absence of the label-agent
before encapsulation in step (b);
- (f) Providing sequencing data of a control new transcriptome (pre-identified) of one
or more control cell(s) not contacted with the stimulus, such as the candidate compound
or composition, wherein the first cell and the one or more control cell(s) are genetically
clonal and comprise the same purposefully introduced genetic modifications;
- (g) comparing the new transcriptome of first cell with the control new transcriptome
wherein a change in the new transcriptome of the first cell compared to the control
new transcriptome indicates an effect of the stimulus, such as a compound or composition,
on the first cell.
[0066] The invention is also described according to the following itemized embodiments,
which should be read and understood in context of the above definitions and explanations,
and are exemplified by the specific non-limiting examples provided by the present
invention.
Item 1. A method for screening in a (micro)fluidic system candidate compounds or compositions
for an effect on a cell, the method comprising the steps of
- (a) Providing a candidate compound or composition and a first cell, wherein the candidate
compound or composition is screened for an effect on the first cell;
- (b) Encapsulating a candidate compound or composition together with a first cell into
a (micro)fluidic compartment and thereby bringing into contact the candidate compound
or composition and the first cell;
- (c) Incubating the (micro)fluidic compartment for a time sufficient to allow the first
cell to change its transcriptome in response to contacting the candidate compound
or composition;
- (d) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
encapsulation in step (b) and an old transcriptome of the first cell which comprises
synthesized mRNA expressed and present before encapsulation in step (b);
- (e) Wherein a change of mRNA expression in the new transcriptome compared to the old
transcriptome in the first cell indicates an effect of the candidate compound or composition
on the first cell.
Item 2. The method of item 1, wherein in step (b) the (micro)fluidic compartment further
comprises a label-agent for selectively labeling synthesized mRNA in the first cell;
and wherein in step (d) the new transcriptome of the first cell comprises newly synthesized
mRNA detectable by the label-agent after encapsulation in step (b) and wherein the
old transcriptome of the first cell comprises synthesized mRNA detectable by the absence
of the label-agent before encapsulation in step (b).
Item 3. The method of item 2, wherein the label-agent is a nucleotide analog which
can be incorporated into transcribed mRNA, and thereby label newly synthesized mRNA.
Item 4. The method of item 2 or 3, wherein the label-agent is a protein binding epitope,
such as an antibody or receptor-ligand binding epitope, a biotin-streptavidin protein,
4sU, or a derivative or analog thereof.
Item 5. The method of item 1, wherein determining the new transcriptome of the first
cell and determining the old transcriptome of the first cell comprises a step of determining
and comparing a fraction of spliced mRNA and unspliced mRNA in the sequenced transcriptome
of the first cell.
Item 6. The method of any one of items 1 to 5, wherein step (d) further comprises
a comparison of the new transcriptome of first cell with a pre-identified new transcriptome
of a one or more control cell(s) not contacted with any candidate compound or composition,
and wherein a change in the new transcriptome of the first cell compared to the new
transcriptome of the one or more control cell(s) indicates an effect of the compound
or composition on the first cell; wherein the first cell and the one or more control
cell(s) are genetically clonal and comprise the same purposefully introduced genetic
modifications.
Item 7. The method of item 6, wherein the candidate compound or composition has an
effect on the first cell if the number of differentially expressed mRNA in the new
transcriptome of the first cell compared to the new transcriptome of the one or more
control cell(s) divided by the number of total expressed mRNA species (expressed genes)
in the old transcriptome of the first cell is higher than a predetermined threshold
P.
Item 8. The method of item 5 or 6, wherein the determination of an old or new transcriptome
of the more than one control cells involves taking the average of the transcriptomes
of the more than one control cells.
Item 9. The method of any of the preceding items, wherein the candidate compound or
composition is a candidate antigen binding protein.
Item 10. The method of item 9, wherein the candidate antigen binding protein is provided
by encapsulating a second cell which expresses and releases and/or presents on its
surface the candidate antigen binding protein into the (micro)fluidic compartment
after encapsulation in step (b).
Item 11. The method of any of the preceding item, further comprising encapsulating
within the compartment a set of barcode oligonucleotides each comprising a barcode
sequence unique to the set (and unique to one compartment of a plurality of compartments)
and a sequence capable of binding specifically to mRNA and/or cDNA.
Item 12. The method of item 11, wherein the set of barcode oligonucleotides is linked
to a micro or nanoparticle, such as a bead.
Item 13. The method of item 11 or 12, wherein said sequence capable of binding specifically
to mRNA and/or cDNA is a sequence capable of binding specifically to an mRNA 3' poly(A)
tail or to a gene-specific sequence.
Item 14. The method of any of the preceding items, wherein the candidate compound
or composition has a candidate effect on a cell surface receptor expressed on the
cell surface of the first cell.
Item 15. A plurality of (micro)fluidic compartments, wherein at least 1% of said compartments
form a subset in which each compartment comprises
- (a) A first cell;
- (b) A candidate compound or composition;
- (c) A label-agent for selectively labeling synthesized mRNA in the first cell; and
- (d) Optionally, a set of barcode oligonucleotides each comprising a barcode sequence
unique to the set and a sequence capable of binding specifically to mRNA and/or cDNA.
Item 16. A method for generating a plurality of (micro)fluidic compartments according
to item 13, comprising the steps of:
- (a) introducing into a (micro)fluidic system: (i) a fluid comprising a plurality of
first cells, (ii) a fluid comprising a plurality of candidate compounds or compositions,
(iii) a fluid comprising a label-agent for selectively labeling synthesized mRNA in
the first cell; and (iv) a fluid comprising sets of barcode oligonucleotides, wherein
the barcode oligonucleotides of each set comprises a barcode sequence unique to the
set, and a sequence capable of binding specifically to mRNA and/or cDNA, and
- (b) repeatedly co-compartmentalizing a first cell, a candidate compound or composition,
a label-agent for selectively labeling synthesized mRNA, and a set of barcode oligonucleotides
into (micro)fluidic compartments, such that the size of the subset of compartments
in the plurality of compartments is at least 1%.
Item 17. A method for determining a differential gene expression of a cell, comprising
the steps:
- (a) Providing a first cell exposed to a stimulus, such as a candidate compound or
composition, wherein the candidate compound or composition is screened for a stimulus
(effect) on the first cell;
- (b) Encapsulating the first cell and, optionally the compound or composition, into
a (micro)fluidic compartment and, optionally, thereby bringing into contact the candidate
compound or composition and the first cell;
- (c) Incubating the (micro)fluidic compartment for a time sufficient to allow the first
cell to change its transcriptome in response to the stimulus, such as contacting the
candidate compound or composition;
- (d) lysing the first cell comprised in the (micro)fluidic compartment,
- (e) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
encapsulation in step (b) and an old transcriptome of the first cell which comprises
synthesized mRNA expressed and present before encapsulation in step (b);
- (f) Providing sequencing data of a control new transcriptome (pre-identified) of one
or more control cell(s) not contacted with the stimulus, such as the candidate compound
or composition, wherein the first cell and the one or more control cell(s) are genetically
clonal and comprise the same purposefully introduced genetic modifications;
- (g) comparing the new transcriptome of first cell with the control new transcriptome
wherein a change in the new transcriptome of the first cell compared to the control
new transcriptome indicates an effect of the stimulus, such as a compound or composition,
on the first cell.
Item 18. The method of item 17, wherein in step (b) the (micro)fluidic compartment
further comprises a label-agent for selectively labeling synthesized mRNA in the first
cell; and wherein in step (d) the new transcriptome of the first cell comprises newly
synthesized mRNA detectable by the label-agent after encapsulation in step (b) and
wherein the old transcriptome of the first cell comprises synthesized mRNA detectable
by the absence of the label-agent before encapsulation in step (b).
Item 19. The method of item 18, wherein the label-agent is a nucleotide analog which
can be incorporated into transcribed mRNA, and thereby label newly synthesized mRNA.
Item 20. The method of item 18 or 19, wherein the label-agent is 4sU, or a derivative
or analog thereof.
Item 21. The method of item 17, wherein determining the new transcriptome of the first
cell and determining the old transcriptome of the first cell comprises a step of determining
and comparing a fraction of spliced mRNA and unspliced mRNA in the sequenced transcriptome
of the first cell.
[0067] The terms "of the [present] invention", "in accordance with the invention", "according
to the invention" and the like, as used herein are intended to refer to all aspects
and embodiments of the invention described and/or claimed herein.
[0068] As used herein, the term "comprising" is to be construed as encompassing both "including"
and "consisting of', both meanings being specifically intended, and hence individually
disclosed embodiments in accordance with the present invention. Where used herein,
"and/or" is to be taken as specific disclosure of each of the two specified features
or components with or without the other. For example, "A and/or B" is to be taken
as specific disclosure of each of (i) A, (ii) B and (iii) A and B, just as if each
is set out individually herein. In the context of the present invention, the terms
"about" and "approximately" denote an interval of accuracy that the person skilled
in the art will understand to still ensure the technical effect of the feature in
question. The term typically indicates deviation from the indicated numerical value
by ±20%, ±15%, ±10%, and for example ±5%. As will be appreciated by the person of
ordinary skill, the specific such deviation for a numerical value for a given technical
effect will depend on the nature of the technical effect. For example, a natural or
biological technical effect may generally have a larger such deviation than one for
a man-made or engineering technical effect. As will be appreciated by the person of
ordinary skill, the specific such deviation for a numerical value for a given technical
effect will depend on the nature of the technical effect. For example, a natural or
biological technical effect may generally have a larger such deviation than one for
a man-made or engineering technical effect. Where an indefinite or definite article
is used when referring to a singular noun, e.g. "a", "an" or "the", this includes
a plural of that noun unless something else is specifically stated.
[0069] It is to be understood that application of the teachings of the present invention
to a specific problem or environment, and the inclusion of variations of the present
invention or additional features thereto (such as further aspects and embodiments),
will be within the capabilities of one having ordinary skill in the art in light of
the teachings contained herein.
[0070] Unless context dictates otherwise, the descriptions and definitions of the features
set out above are not limited to any particular aspect or embodiment of the invention
and apply equally to all aspects and embodiments which are described.
[0071] All references, patents, and publications cited herein are hereby incorporated by
reference in their entirety.
BRIEF DESCRIPTION OF THE FIGURES
[0072] The figures show:
Figure 1: Workflow overview (A) Target cell, antibody-secreting cell and Drop-seq beads are co-encapsulated into
water in oil droplets. Cells are lysed in droplets and mRNA hybridizes to Drop-seq
beads. There are two ways to improve the resolution of the transcriptomic signature
of the target cells upon stimulation: (B) In the presence of the metabolic labeling reagent, newly synthesized mRNA incorporates
4sU. After the mRNA capturing on beads, the 4sU is chemically converted to a cytosine
analog which leads to an increased amount of C-T conversions in newly transcribed
mRNAs in comparison to old mRNAs in the transcriptomic sequencing results. (C) Without metabolic labeling reagent, unspliced and spliced mRNA, which are detected
in every scRNAseq, can be used to approximate the new mRNA (unspliced mRNA) and old
mRNA (spliced mRNA).
Figure 2: Dimensional reduction upon unsupervised clustering of gene expression data of Jurkat
cells activated for two hours with PMA and Ionomycin (UPI2) or treated with supernatant
of H25 hybridoma cell line, expressing non-functional antibodies (U2H). A. Dimensional reduction using old mRNA. B. Dimensional reduction using newly-synthesized mRNA after treatment.
Figure 3: Comparison of different classification methods to assign treated and untreated cells.
(A) First, C-T conversions of the untreated transcriptomic signatures (media control)
are subtracted from all samples. Subsequently, data from treated (Jurkat cells treated
with PMA, ionomycin, and 4sU) and untreated (Jurkat cells treated with 4sU and non-functional
antibody) samples are combined into a training data set, to test whether the classification
method can assign the cells correctly. (B) ROC curve comparing three different classification approaches. 1. Using only old
mRNA, 2. Approach A using only new mRNA, 3. Approach B using the ratio of new and
old mRNA.
EXAMPLES
[0073] Certain aspects and embodiments of the invention will now be illustrated by way of
example and with reference to the description, figures and tables set out herein.
Such examples of the methods, uses and other aspects of the present invention are
representative only, and should not be taken to limit the scope of the present invention
to only such representative examples.
[0074] The examples show:
The inventors implemented exemplary a chemical 4sU based strategy for labelling and
determining newly synthesized mRNA(newtranscriptome) within the prior art derived
workflow and analysed the unsupervised clustering of cells according to (known) treatment
conditions. The details of the approach is shown in Figure 1. Clustering was used
for data analysis as done before and worked well for groups of cells having been exposed
to the same treatment, and supports the applicability of the method of the invention
(see Figure 2). A general strategy for data analysis is shown below.
[0075] However, the approach still was not satisfactory in identifying individual outliers.
The inventors then completely abolished the clustering-based analysis and rather established
two new approaches. They both make use of a reference/training data set (C->T conversions
observed in the untreated cells) and then compare every single cell of the test data
set to this signature (Slide 8). C->T conversions that are not observed in the untreated
control are summed up in terms of the number of corresponding/affected genes (= n)
and a threshold for n is defined above which a cell is considered as an outlier that
rather represents a "treated" phenotype (of whatever kind, so note that this is still
entirely target agnostic). This approach (New Method A) is already powerful, but it
still shows a relatively high false discovery rate.
[0076] The inventors hence refined the approach (New method B) in the way that they divided
n by the number of genes that was detected in the old mRNA data set of the same cell
(note that upon labelling one will still find all pre-existing mRNA without C->T conversions).
This approach basically compares the new mRNA of every single cell (synthesized after
treatment or e.g. exposure to specific antibodies) to the set of pre-existing mRNA,
synthesized before treatment. It is therefore much less affected by the different
expression levels of genes across different cells and in turn enables a much higher
resolution. In fact, new method B allowed to classify individual cells correctly as
either treated or untreated with an overall efficiency of 87.11% (Figure 3). In conclusion,
this approach overcomes the problems in implementing
WO2017121832A1 and we therefore seek patent protection.
[0077] An exemplary procedure for data analysis is provided here:
[0078] Data analysis workflow (as used for the experiment shown in Figure 3):
In a model experiment, Jurkat cells were treated outside of (micro)fluidic droplets
with: (i) PMA (Phorbol myristate acetate, an activator of the NF-kB pathway) and ionomycine
(= positive control), (ii) Media only (= media control); (iii) A control antibody
known to have no functional effect on Jurkat cells (= negative control).
[0079] In all cases, 4sU was added for labeling of new mRNA, and different hashtag antibodies
(antibodies linked to an oligonucleotide barcode with a polyA end - allowing to encode
a treatment condition of a particular cell in an RNA sequencing library) were added
to barcode the treatment condition (hashtag antibody 1 for the PMA and Ionomycin treated
sample, hashtag antibody 2 for the untreated sample and hashtag 3 for the sample treated
with a control antibody). Then the cells were encapsulated into droplets at the single
cell level together with DropSeq beads to enable single cell RNA sequencing. The experimental
workflow was similar to that shown in Figure 1b. However only one cell type (Jurkat
cells) was encapsulated, being pre-treated prior to encapsulation, mimicking the effect
of the second cell type. After sequencing the RNA library, the data set was processed
as follows:
- Sequencing data was first demultiplexed according to the hash-tag labelling (read
2, allowing 3 mismatches). This allowed to split the data into treated and untreated
samples. Next, read 1 was used to obtain the different DropSeq barcodes, enabling
to demultiplex the sample-specific transcriptomic data down to the single cell level.
- Sample reads were filtered based on quality control and then mapped to the human reference
genome to obtain information on T->C conversion.
- T->C conversions observed in the media control were removed from the data sets of
the positive and negative control.
- The remaining T->C conversions were used to label mapped reads as new mRNAs reads
(with T->C) and old mRNAs reads (without T->C)
- For each cell, the total number of genes and UMIs showing newly synthesized mRNA and
old mRNA was calculated. Then, the ratio of these values (new/old) was determined.
- The AUC was calculated to identify the best cutoff value (in terms of new/old ratio)
for classifying cells as either treated (positive control) or untreated (negative
control).
- Using this cutoff value, cells from positive and negative control samples were classified
as treated or untreated at the single cell level in an unsupervised manner. Then the
classification (= predicted treatment) was compared to the hashtag present in the
corresponding droplet (= real treatment) resulting in an 87.11% accuracy.
1. A method for screening in a fluidic, such as a microfluidic, system candidate compounds
or compositions for an effect on a cell, the method comprising the steps of
(a) Providing a candidate compound or composition and a first cell, wherein the candidate
compound or composition is screened for an effect on the first cell;
(b) Encapsulating a candidate compound or composition together with a first cell into
a fluidic, such as a microfluidic, compartment and thereby bringing into contact the
candidate compound or composition and the first cell;
(c) Incubating the fluidic, such as a microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to contacting the
candidate compound or composition;
(d) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
a predetermined point in time, such as the encapsulation in step (b), and an old transcriptome
of the first cell which comprises synthesized mRNA expressed and present before the
predetermined point in time, such as the encapsulation in step (b);
(e) Wherein a change of mRNA expression in the new transcriptome compared to the old
transcriptome in the first cell indicates an effect of the candidate compound or composition
on the first cell.
2. The method of claim 1, wherein in step (b) the fluidic, such as a microfluidic, compartment
further comprises a label-agent for selectively labeling synthesized mRNA in the first
cell; and wherein in step (d) the new transcriptome of the first cell comprises newly
synthesized mRNA detectable by the label-agent after encapsulation in step (b) and
wherein the old transcriptome of the first cell comprises synthesized mRNA detectable
by the absence of the label-agent before encapsulation in step (b).
3. The method of claim 2, wherein the label-agent is a nucleotide analog which can be
incorporated into transcribed mRNA, and thereby label newly synthesized mRNA.
4. The method of claim 2 or 3, wherein the label-agent is a protein binding epitope,
such as an antibody or receptor-ligand binding epitope, a biotin-streptavidin protein,
4sU, or a derivative or analog thereof.
5. The method of claim 1, wherein determining the new transcriptome of the first cell
and determining the old transcriptome of the first cell comprises a step of determining
and comparing a fraction of spliced mRNA and unspliced mRNA in the sequenced transcriptome
of the first cell.
6. The method of any one of claims 1 to 5, wherein step (d) further comprises a comparison
of the new transcriptome of first cell with a pre-identified new transcriptome of
a one or more control cell(s) not contacted with any candidate compound or composition,
and wherein a change in the new transcriptome of the first cell compared to the new
transcriptome of the one or more control cell(s) indicates an effect of the compound
or composition on the first cell; wherein the first cell and the one or more control
cell(s) are genetically clonal and comprise the same purposefully introduced genetic
modifications.
7. The method of claim 6, wherein the candidate compound or composition has an effect
on the first cell if the number of differentially expressed mRNA in the new transcriptome
of the first cell compared to the new transcriptome of the one or more control cell(s)
divided by the number of total expressed mRNA species (expressed genes) in the old
transcriptome of the first cell is higher than a predetermined threshold P.
8. The method of any of the preceding claims, wherein the candidate compound or composition
is a candidate antigen binding protein.
9. The method of claim 9, wherein the candidate antigen binding protein is provided by
encapsulating a second cell which expresses and releases and/or presents on its surface
the candidate antigen binding protein into the fluidic, such as a microfluidic, compartment
after encapsulation in step (b).
10. A plurality of fluidic, such as a microfluidic, compartments, wherein at least 1% of said compartments form a subset in which each compartment
comprises
(a) A first cell;
(b) A candidate compound or composition;
(c) A label-agent for selectively labeling synthesized mRNA in the first cell; and
(d) Optionally, a set of barcode oligonucleotides each comprising a barcode sequence
unique to the set and a sequence capable of binding specifically to mRNA and/or cDNA.
11. A method for generating a plurality of fluidic, such as a microfluidic, compartments
according to claim 13, comprising the steps of:
(a) introducing into a fluidic, such as a microfluidic, system: (i) a fluid comprising
a plurality of first cells, (ii) a fluid comprising a plurality of candidate compounds
or compositions, (iii) a fluid comprising a label-agent for selectively labeling synthesized
mRNA in the first cell; and (iv) a fluid comprising sets of barcode oligonucleotides,
wherein the barcode oligonucleotides of each set comprises a barcode sequence unique
to the set, and a sequence capable of binding specifically to mRNA and/or cDNA, and
(b) repeatedly co-compartmentalizing a first cell, a candidate compound or composition,
a label-agent for selectively labeling synthesized mRNA, and a set of barcode oligonucleotides
into fluidic, such as a microfluidic, compartments, such that the size of the subset
of compartments in the plurality of compartments is at least 1%.
12. A method for determining a differential gene expression of a cell, comprising the steps:
(a) Providing a first cell exposed to a stimulus, such as a candidate compound or
composition, wherein the candidate compound or composition is screened for a stimulus
(effect) on the first cell;
(b) Encapsulating the first cell and, optionally the compound or composition, into
a fluidic, such as a microfluidic, compartment and, optionally, thereby bringing into
contact the candidate compound or composition and the first cell;
(c) Incubating the fluidic, such as a microfluidic, compartment for a time sufficient
to allow the first cell to change its transcriptome in response to the stimulus, such
as contacting the candidate compound or composition;
(d) lysing the first cell comprised in the fluidic, such as a microfluidic, compartment,
(e) Determining by sequencing a transcriptome of the first cell, wherein the determining
the transcriptome of the first cell comprises determining a new transcriptome of the
first cell which comprises newly synthesized mRNA expressed in the first cell after
encapsulation in step (b) and an old transcriptome of the first cell which comprises
synthesized mRNA expressed and present before encapsulation in step (b);
(f) Providing sequencing data of a control new transcriptome (pre-identified) of one
or more control cell(s) not contacted with the stimulus, such as the candidate compound
or composition, wherein the first cell and the one or more control cell(s) are genetically
clonal and comprise the same purposefully introduced genetic modifications;
(g) comparing the new transcriptome of first cell with the control new transcriptome
wherein a change in the new transcriptome of the first cell compared to the control
new transcriptome indicates an effect of the stimulus, such as a compound or composition,
on the first cell.
13. The method of claim 12, wherein in step (b) the fluidic, such as a microfluidic, compartment
further comprises a label-agent for selectively labeling synthesized mRNA in the first
cell; and wherein in step (d) the new transcriptome of the first cell comprises newly
synthesized mRNA detectable by the label-agent after encapsulation in step (b) and
wherein the old transcriptome of the first cell comprises synthesized mRNA detectable
by the absence of the label-agent before encapsulation in step (b).
14. The method of claim 13, wherein the label-agent is a nucleotide analog which can be
incorporated into transcribed mRNA, and thereby label newly synthesized mRNA, such
as 4sU.
15. The method of claim 12, wherein determining the new transcriptome of the first cell
and determining the old transcriptome of the first cell comprises a step of determining
and comparing a fraction of spliced mRNA and unspliced mRNA in the sequenced transcriptome
of the first cell.